Advisory Offerings:
Building on Immutable Foundations

I don't do work-for-hire, staff augmentation, or freelance coding.

I take on a highly selective number of enterprise advisory roles to bring technical leadership, conceptualize architecture, and provide a clear, risk-mitigated roadmap for your internal developers to execute. With over 17 years of professional experience creating scalable digital products and having been part of OpenAI's GPT-3 API private beta program in 2021, my focus is on ensuring you deploy autonomous tech without breaking your existing infrastructure.

Here are the three ways we can partner:

Offering 01

The Autonomous AI Architecture Audit

"Before you spend millions deploying AI, let's make sure your foundation won't crack."

This is a focused, 2-to-4 week intensive engagement designed for enterprises transitioning to AI-driven workflows. I will act as an outside perspective to audit your current plans, identify critical blind spots, and ensure your proposed architecture is grounded in reality rather than fleeting trends.

What you get:

  • Infrastructure Deep Dive A comprehensive review of your existing data pipelines, backend architecture, and proposed AI integrations.
  • Risk Mitigation Analysis Identification of potential bottlenecks related to model drift, API latency, data privacy, and scalability.
  • The Execution Roadmap A highly detailed, actionable architecture roadmap tailored for your internal engineering team to execute with confidence.
Offering 02

Fractional AI & Architecture Leadership

"A technical co-pilot for your executive and engineering leadership."

For teams that have a solid engineering squad but lack deep, battle-tested AI and systems architecture leadership. I step in as a fractional strategic advisor to guide your CTO, CEO, or lead engineers through complex technical transitions. I draw on my experience guiding startups through to successful acquisitions and managing full-stack teams.

What you get:

  • Ongoing Strategic Guidance Regular advisory sessions to navigate the rapid churn of AI tooling and frameworks.
  • Architecture Review I sit in on key technical milestones to review your team's code architecture, database structure, and integration strategies.
  • Vendor & Stack Evaluation Unbiased filtering of third-party tools, local inference options, and cloud infrastructure (like AWS and GCP) to ensure cost-efficiency and performance at scale.
Offering 03

The Deep Tech Sandbox (Custom R&D)

"Partnering on the bleeding edge of applied AI."

For highly specific, experimental initiatives. If you need to stress-test a concept before committing heavy engineering resources, I leverage my internal R&D lab—including multi-GPU ML workstations and local inference tools—to build out functional proof-of-concepts.

What you get:

  • Rapid Prototyping Development of modular LLM engines, dynamic code generation workflows, or multi-agent orchestrations.
  • Feasibility Testing Real-world stress-testing of complex integrations, vector databases, and custom AI tooling to prove viability before you scale.
  • Custom Deliverables Scope and deliverables are highly customized based on your specific enterprise bottleneck.

Ready to Build?

I partner with a limited number of teams each year to maintain sharp industry context and fund my biomedical R&D. If you are ready to build applied AI solutions to real-world problems, let's start the conversation.

Apply for Advisory